Neuromorphic Computing

Efficient Design of Spiking Neural Network with STDP Learning Based on Fast CORDIC

This paper presents a novel CORDIC based Spiking Neural Network (SNN) design with on-line STDP learning and high hardware efficiency. A system design and evaluation method of CORDIC SNN is proposed to evaluate the hardware efficiency of SNN based on different CORDIC algorithm types and bit-width precisions.

Bio-inspired Neuromorphic Computing

The third generation neural networks - brain-inspired Spiking Neural Networks